RedCloud launches AI agents for FMCG decision-making

KALEAH SALMON

Head of Growth

RedCloud has announced three artificial intelligence agents for commercial decision-making in the fast-moving consumer goods sector. The tools are being developed for distributors and brand managers across the company’s markets.

The products are designed to support routine decisions on stock, pricing, sales targeting and market planning using trade data collected through RedCloud’s platform. Its system has processed nearly USD $6.9 billion in FMCG transactions across emerging markets, including Nigeria, Brazil, South Africa and Saudi Arabia.

One tool, the RedAI Inventory Agent, is intended for distributors managing stock levels. It is designed to predict demand and recommend when to reorder and in what quantities, with the aim of reducing both shortages and excess stock.

A second product, the RedAI Sales Agent, is aimed at distribution sales teams. It is intended to identify buyers most likely to place orders, suggest pricing approaches, and recommend product bundles, while reducing time spent on low-probability leads.

The third product, the RedAI Market Planning Agent, is intended for FMCG brand managers. It is designed to provide a local view of product performance at the category and stock-keeping unit level, alongside information on competitive activity, channel trends, and areas of potential growth.

The agents are being built on RedCloud’s RAID engine, short for Realtime AI for Distribution. The tools are expected to operate in local languages across its active markets and include embedded trading and payment functions through local payment providers.

Data focus

RedCloud framed the launch around the volume of daily decisions made across consumer goods supply chains, from reorder timing to pricing and promotion. It said many of those decisions are still made without real-time supply-and-demand data and argued that the resulting information gap contributes to lost inventory opportunities across the sector.

The company put that missed opportunity at USD $2 trillion a year globally, citing external market research. It also cited figures valuing the wider global FMCG market at USD $14.6 trillion.

RedCloud operates in high-growth consumer markets, selling software and services to brands, distributors and retailers. Its wider platform combines trade data, market intelligence and transaction tools intended to digitise product flows across supply chains.

Rollout plans

The three agents are planned for rollout in the second half of 2026, with a phased launch through live customer deployments in RedCloud’s operating countries.

That timeline means the products remain in development rather than in general use. RedCloud did not provide customer names, pricing details or deployment targets for the new tools.

Artificial intelligence products aimed at operational workflows have become an increasingly important area of interest for enterprise software groups and supply chain technology firms. RedCloud’s approach centres on narrow, task-specific systems trained on transaction data generated inside its own trade network, rather than broad consumer-facing AI models.

The focus on distributor and brand workflows reflects the fragmented structure of many FMCG markets, particularly in developing economies where ordering, merchandising and route-to-market decisions often rely on incomplete or delayed information. In those settings, better data on local demand and sell-out trends can affect working capital, product availability and sales efficiency.

Justin Floyd, Chief Executive Officer and Co-Founder of RedCloud, outlined the company’s view of the shift in a statement accompanying the announcement: “Global trade has never had intelligence. RAID changes that. Specialist AI Agents powered by the RAID will transform FMCG and supply chain professionals into decision-making gurus – delivering performance and efficiency across the supply chain. This is intelligent infrastructure unlocking growth and prosperity.”

Soumaya Hamzaoui, Chief Product Officer and Co-Founder of RedCloud, said the products are intended to support existing staff workflows before taking on more autonomous tasks in limited cases: “For years, FMCG and supply chain professionals have had to make critical decisions based on incomplete data. That era is over. Our specialized AI agents, powered by the RAID Engine, will focus on specialist workflows in support of our customer’s employees, in time working autonomously with human-in-the-loop oversight for larger decisions. This is how intelligent infrastructure is set to reshape the way software is presented to enable humans to inform their judgement and perform in their roles.”